investigate

Guide structured four-phase bug investigations to diagnose root causes.

1|Updated Apr 15, 2026

Search Tags:#debugging #troubleshooting #investigate #root-cause #root-cause-analysis #evidence-collection

Ready to run

npx skills add https://github.com/tyhuffman7/gstack-hermes --skill investigate-tyhuffman7

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: investigate
Source: https://github.com/tyhuffman7/gstack-hermes/tree/main/gstack-investigate
Command: npx skills add https://github.com/tyhuffman7/gstack-hermes --skill investigate-tyhuffman7

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Systematically uncover the root cause of bugs by guiding a structured four-phase investigation: investigate, analyze, hypothesize, and implement. It keeps you from guessing and prevents quick fixes that mask the real issue. It proactively invites you to outline evidence and next steps to validate the root cause.

Core Features & Use Cases

Phase-driven debugging: follow investigate, analyze, hypothesize, and implement to reproduce and verify findings.
Evidence collection: centralized symptoms, logs, and reproduction steps for clear root-cause.
Proactive guidance: suggests next actions and keeps fixes tied to root cause rather than symptoms.

Quick Start

Ask me to investigate a bug and I will start a structured root-cause flow.

Frequently Asked Questions about investigate

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

What is root-cause analysis and how does structured debugging work?▼

Root-cause analysis is a debugging method that systematically uncovers the true cause of bugs. Structured debugging enforces a four-phase flow—investigate, analyze, hypothesize, and implement—to prevent quick fixes that mask symptoms.

How do I find the root cause of a bug when the error is unclear?▼

To find the root cause of an unclear bug, follow a structured investigation process. Collect evidence like symptoms and logs, reproduce the issue, form a hypothesis, and verify findings before implementing a fix to ensure you address the actual error.

What's the best way to troubleshoot errors without guessing?▼

The best way to troubleshoot errors without guessing is to use evidence collection. Centralize your symptoms, logs, and reproduction steps to validate your root-cause hypothesis, ensuring fixes target the underlying issue rather than superficial symptoms.

Can I use a structured debugging workflow for any software engineering error?▼

Yes, you can apply a structured debugging workflow to any software engineering error investigation. It guides you through evidence collection and hypothesis validation, making it effective for troubleshooting when the root cause is unclear.

Why do my quick fixes keep masking the real issue during debugging?▼

Quick fixes mask the real issue during debugging because they treat symptoms without investigating the root cause. A structured four-phase investigation prevents this by enforcing evidence collection and hypothesis verification before implementation.